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@@ -35,6 +35,7 @@
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\subsection{Signal Strength Prediction Model}
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\label{sec:sigStrengthModel}
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\begin{equation}
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\mRssi = \mTXP{} + 10 \mPLE{} + \log_{10} \frac{d}{d_0} + \mGaussNoise{}
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@@ -97,6 +98,16 @@
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\subsection{Model Parameter Optimization}
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\begin{figure}[t!]
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\input{gfx/wifiop_show_optfunc_params}
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\label{fig:wifiOptFuncTXPEXP}
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\caption{
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The average error (in \SI{}{\decibel}) between all reference measurements and corresponding model predictions
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for one \docAPshort{} dependent on \docTXP{} \mTXP{} and \docEXP{} \mPLE{}
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[known position $\mPosAPVec{}$, fixed \mWAF{}] denotes a convex function.
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}
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\end{figure}
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For systems that demand a higher accuracy, one can choose a compromise between fingerprinting and
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pure empiric model parameters where (some) model parameters are optimized,
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based on a few reference measurements throughout the building.
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@@ -115,15 +126,7 @@
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TODO TODO TODO
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\end{equation}
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\begin{figure}
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\input{gfx/wifiop_show_optfunc_params}
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\label{fig:wifiOptFuncTXPEXP}
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\caption{
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The average error (in \SI{}{\decibel}) between all reference measurements and corresponding model predictions
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for one \docAPshort{} dependent on \docTXP{} \mTXP{} and \docEXP{} \mPLE{}
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[known position $\mPosAPVec{}$, fixed \mWAF{}] denotes a convex function.
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}
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\end{figure}
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However, optimizing an unknown transmitter position usually means optimizing a non-convex, discontinuous
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function, especially when the $z$-coordinate, that influences the number of attenuating floors/ceilings,
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@@ -133,7 +136,7 @@
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As can be seen in figure \ref{fig:wifiOptFuncPosYZ}, there are two local minima and only one of
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both also is a global one.
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\begin{figure}
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\begin{figure}[t!]
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\input{gfx/wifiop_show_optfunc_pos_yz}
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\label{fig:wifiOptFuncPosYZ}
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\caption{
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